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ResearchFormerly WizWand

Grammatical Error Correction on IceEC 1.0 (test)

87.4GLEUByT5
83.2484.3285.486.48May 29, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ByT5Training Data=Synth 550k + EC2023.0587.4
ByT5Training Data=Synth 100k + EC2023.0587
mB-ISENTraining Data=Synth 100k + EC2023.0586.5
mB-ISEN+regTraining Data=Synth 100k + EC2023.0586.4
ByT5Training Data=Error Corpora (EC)2023.0585.9
mB-ISEN+regTraining Data=Error Corpora (EC)2023.0585.7
mB-ISENTraining Data=Error Corpora (EC)2023.0585.3
mT5Training Data=Synth 100k + EC2023.0585.3
GC (spell.)Training Data=(rule-based)2023.0584.6
mT5Training Data=Error Corpora (EC)2023.0584.6
ByT5Training Data=Synth 550k2023.0584.2
GC (all)Training Data=(rule-based)2023.0583.6
ByT5Training Data=Synth 100k2023.0583.6
no corr.Training Data=(not trained)2023.0583.4
mB-ISENTraining Data=Synth 100k2023.0583.4
mB-ISEN+regTraining Data=Synth 100k2023.0583.4
mT5Training Data=Synth 100k2023.0583.4